Exploring ML, Statistical Modeling, and Visualization Directions in MNE

[Aniketsy (Aniket)]

Hi everyone,

I’ve recently started contributing to MNE and I’m interested in exploring areas that combine machine learning, statistical modeling, and data visualization within neuroimaging workflows.

I was wondering if there are any ongoing efforts or roadmap directions related to these areas where contributors could explore or get involved.

Apologies if this isn’t the right place to ask.

Thanks!

[tsbinns (Thomas)]

Hi Aniket,

It’s fine to ask that here. Happy to have you involved! I see you have already had a go looking at some issues and PRs on the repo.

In case you are still interested in others, here is a more ML-related issue that a PR was started for, but I don’t think is being actively worked on:

• Issue - Add native save and read functionality to `SSD` and `SPoC` objects · Issue #13328 · mne-tools/mne-python · GitHub
• Initial PR with some implementation details - fix: added save and read functionality in SSD issue #13328 by Anushreebasics · Pull Request #13589 · mne-tools/mne-python · GitHub

No worries if that’s not something you’re interested in.

[Aniketsy (Aniket)]

Hi Thomas,

Thanks for the reference, I’ll look into it, also as there is still open PR will it be okay if I’ll open new PR.

[tsbinns (Thomas)]

If the old PR is stale, I would say it’s okay to open a new one.